Samson Boadi
Ten Boer
Summary
AI Engineer, specialized in the development of LLaMA-based RAG (Retrieval-Augmented Generation) applications, custom-built RAG LLMs (Large Language Models), and Graph RAG systems. Proficient in PyTorch and Python, with expertise in integrating functional calls (tool callings) for seamless interaction between components in RAG pipelines. Skilled in enhancing retrieval accuracy, building advanced NLP models, and designing efficient AI workflows to meet diverse client needs. Known for exceptional problem-solving and a commitment to innovation, consistently delivering state-of-the-art solutions that streamline operations and optimize decision-making processes.
Overview
6
6
years of professional experience
Work History
Freelance AI Engineer (RAG/LLM Specialist)
GKG
06.2022 - Current
- - Built and optimized LLaMA-based RAG applications for natural language processing, enhancing retrieval efficiency and accuracy.
- - Implemented NLP models for client use cases involving text summarization, question answering, and document retrieval.
- - Developed a Graph RAG based application for efficient document retrieval.
- - Consulted with multiple organizations to streamline AI solutions and provide actionable insights using state-of-the-art machine learning techniques.
AI Engineer
GeoAI
06.2018 - Current
- Consulted with managers to determine and refine machine learning objectives.
- Selected appropriate datasets and data representation methods.
- Designed machine learning systems and self-running artificial intelligence (AI) software to automate predictive models.
- Developed ML algorithms to analyze huge volumes of historical data to make predictions. Builduild and hosted machine learning models in docker/ K8 environment.
- Finetune opensource based llama for conversational LLM applications Builtbuilt and hosted LLM models as an APi abstracting the backend from clients.
Education
Master of Science - Geo-information Science
Utwente
Nederland, Netherlands05-2018
Bachelor of Science - Geological And Earth Sciences
University For Development Studies
Ghana07.2014
Skills
- Probability Theory
- PyTorch Framework
- Model Evaluation
- Python Programming
- Finetuning Opensource LLM(LLAMA)
Languages
English
Native language
Dutch
Intermediate
B1
Timeline
Freelance AI Engineer (RAG/LLM Specialist)
GKG
06.2022 - Current
AI Engineer
GeoAI
06.2018 - Current
Master of Science - Geo-information Science
Utwente
Bachelor of Science - Geological And Earth Sciences
University For Development Studies
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